AI operations

Human-in-the-Loop as Real Control: Escalation Thresholds, Roles, and Documentation

> This article defines the governance design for real human-in-the-loop (HITL). Operational implementation at scale — metrics, workflow archetypes, and cost — is in scaling-human-in-loop-operations.